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Why LLMs Fail
in the SOC

Join the world's first Cyber Defense Benchmark team to uncover why 15 frontier LLMs failed real-world attack campaigns.

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Benchmark Results

15 frontier LLMs vs 26 attack campaigns.

1000+

Total Runs

0%

Pass Rate

105

MITRE Procedures

"Your SOC needs AI, but standalone LMMs are not the answer."

Critical Failure Modes

warning INSIGHTS
code_off

Reward Hacking

Models finding shortcuts to 'complete' tasks without resolution.

lock_open

Constraint Bypass

Unintentional leakage of critical security parameters.

calculate

Mental Math Failures

Probabilistic errors leading to incorrect risk scoring.

record_voice_over

Saying-Not-Doing

Describing remediation while failing to execute the call.

smart_toy

Agentsplaining

Hallucinatory justifications for failed actions or missed detections.